{ "best_metric": 0.958139534883721, "best_model_checkpoint": "UTD_PSTNet_0.05_0.1_32_20_one_stage-256-8-16-4-0.1-0.1/checkpoint-1950", "epoch": 13.0, "global_step": 1950, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07, "learning_rate": 0.0016666666666666668, "loss": 3.7699, "step": 10 }, { "epoch": 0.13, "learning_rate": 0.0033333333333333335, "loss": 3.742, "step": 20 }, { "epoch": 0.2, "learning_rate": 0.005000000000000001, "loss": 3.7013, "step": 30 }, { "epoch": 0.27, "learning_rate": 0.006666666666666667, "loss": 3.6404, "step": 40 }, { "epoch": 0.33, "learning_rate": 0.008333333333333333, "loss": 3.5677, "step": 50 }, { "epoch": 0.4, "learning_rate": 0.010000000000000002, "loss": 3.3664, "step": 60 }, { "epoch": 0.47, "learning_rate": 0.011666666666666667, "loss": 3.2695, "step": 70 }, { "epoch": 0.53, "learning_rate": 0.013333333333333334, "loss": 3.2016, "step": 80 }, { "epoch": 0.6, "learning_rate": 0.015, "loss": 3.1609, "step": 90 }, { "epoch": 0.67, "learning_rate": 0.016666666666666666, "loss": 2.9526, "step": 100 }, { "epoch": 0.73, "learning_rate": 0.018333333333333333, "loss": 2.7886, "step": 110 }, { "epoch": 0.8, "learning_rate": 0.020000000000000004, "loss": 2.6072, "step": 120 }, { "epoch": 0.87, "learning_rate": 0.021666666666666667, "loss": 2.317, "step": 130 }, { "epoch": 0.93, "learning_rate": 0.023333333333333334, "loss": 2.2291, "step": 140 }, { "epoch": 1.0, "learning_rate": 0.025, "loss": 2.0348, "step": 150 }, { "epoch": 1.0, "eval_acc": 0.42221289103506193, "eval_class_acc": [ 0.4074074074074074, 0.0, 0.0, 0.0, 0.0, 0.3125, 0.2, 0.0, 1.0, 0.0, 1.0, 0.6875, 0.0, 0.4375, 0.0, 0.0, 0.875, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.9333333333333333 ], "eval_loss": 2.4160144329071045, "eval_video_acc": 0.33488372093023255, "step": 150 }, { "epoch": 1.07, "learning_rate": 0.02666666666666667, "loss": 1.7569, "step": 160 }, { "epoch": 1.13, "learning_rate": 0.028333333333333335, "loss": 1.7345, "step": 170 }, { "epoch": 1.2, "learning_rate": 0.03, "loss": 1.4386, "step": 180 }, { "epoch": 1.27, "learning_rate": 0.03166666666666667, "loss": 1.2771, "step": 190 }, { "epoch": 1.33, "learning_rate": 0.03333333333333333, "loss": 1.2684, "step": 200 }, { "epoch": 1.4, "learning_rate": 0.034999999999999996, "loss": 1.0345, "step": 210 }, { "epoch": 1.47, "learning_rate": 0.03666666666666667, "loss": 1.0647, "step": 220 }, { "epoch": 1.53, "learning_rate": 0.03833333333333334, "loss": 0.936, "step": 230 }, { "epoch": 1.6, "learning_rate": 0.04000000000000001, "loss": 0.8767, "step": 240 }, { "epoch": 1.67, "learning_rate": 0.04166666666666667, "loss": 0.7804, "step": 250 }, { "epoch": 1.73, "learning_rate": 0.043333333333333335, "loss": 0.6099, "step": 260 }, { "epoch": 1.8, "learning_rate": 0.045000000000000005, "loss": 0.6498, "step": 270 }, { "epoch": 1.87, "learning_rate": 0.04666666666666667, "loss": 0.597, "step": 280 }, { "epoch": 1.93, "learning_rate": 0.04833333333333334, "loss": 0.5412, "step": 290 }, { "epoch": 2.0, "learning_rate": 0.05, "loss": 0.4441, "step": 300 }, { "epoch": 2.0, "eval_acc": 0.7711526348939743, "eval_class_acc": [ 0.8888888888888888, 0.875, 0.375, 0.4375, 0.8, 0.9375, 1.0, 0.9375, 1.0, 1.0, 1.0, 0.9375, 1.0, 0.8125, 0.5714285714285714, 0.23076923076923078, 1.0, 0.75, 0.75, 0.6153846153846154, 1.0, 1.0, 0.6666666666666666, 0.375, 0.8666666666666667, 1.0, 1.0 ], "eval_loss": 1.0841315984725952, "eval_video_acc": 0.8162790697674419, "step": 300 }, { "epoch": 2.07, "learning_rate": 0.04981481481481482, "loss": 0.3756, "step": 310 }, { "epoch": 2.13, "learning_rate": 0.049629629629629635, "loss": 0.3214, "step": 320 }, { "epoch": 2.2, "learning_rate": 0.04944444444444445, "loss": 0.3505, "step": 330 }, { "epoch": 2.27, "learning_rate": 0.04925925925925926, "loss": 0.3809, "step": 340 }, { "epoch": 2.33, "learning_rate": 0.049074074074074076, "loss": 0.3881, "step": 350 }, { "epoch": 2.4, "learning_rate": 0.04888888888888889, "loss": 0.2558, "step": 360 }, { "epoch": 2.47, "learning_rate": 0.04870370370370371, "loss": 0.2281, "step": 370 }, { "epoch": 2.53, "learning_rate": 0.048518518518518516, "loss": 0.2088, "step": 380 }, { "epoch": 2.6, "learning_rate": 0.04833333333333334, "loss": 0.2067, "step": 390 }, { "epoch": 2.67, "learning_rate": 0.04814814814814815, "loss": 0.2293, "step": 400 }, { "epoch": 2.73, "learning_rate": 0.047962962962962964, "loss": 0.2194, "step": 410 }, { "epoch": 2.8, "learning_rate": 0.04777777777777778, "loss": 0.1643, "step": 420 }, { "epoch": 2.87, "learning_rate": 0.047592592592592596, "loss": 0.1991, "step": 430 }, { "epoch": 2.93, "learning_rate": 0.04740740740740741, "loss": 0.198, "step": 440 }, { "epoch": 3.0, "learning_rate": 0.04722222222222222, "loss": 0.159, "step": 450 }, { "epoch": 3.0, "eval_acc": 0.805374763804325, "eval_class_acc": [ 0.8888888888888888, 0.3125, 0.5625, 0.75, 0.6666666666666666, 0.625, 1.0, 0.9375, 1.0, 1.0, 0.75, 0.9375, 1.0, 0.9375, 0.7142857142857143, 1.0, 0.8125, 1.0, 1.0, 0.6153846153846154, 1.0, 0.625, 0.9333333333333333, 0.875, 0.9333333333333333, 1.0, 1.0 ], "eval_loss": 1.1171455383300781, "eval_video_acc": 0.8488372093023255, "step": 450 }, { "epoch": 3.07, "learning_rate": 0.047037037037037044, "loss": 0.1375, "step": 460 }, { "epoch": 3.13, "learning_rate": 0.04685185185185185, "loss": 0.1349, "step": 470 }, { "epoch": 3.2, "learning_rate": 0.04666666666666667, "loss": 0.1553, "step": 480 }, { "epoch": 3.27, "learning_rate": 0.046481481481481485, "loss": 0.1162, "step": 490 }, { "epoch": 3.33, "learning_rate": 0.0462962962962963, "loss": 0.1296, "step": 500 }, { "epoch": 3.4, "learning_rate": 0.04611111111111112, "loss": 0.1581, "step": 510 }, { "epoch": 3.47, "learning_rate": 0.045925925925925926, "loss": 0.0973, "step": 520 }, { "epoch": 3.53, "learning_rate": 0.04574074074074075, "loss": 0.0849, "step": 530 }, { "epoch": 3.6, "learning_rate": 0.04555555555555556, "loss": 0.0759, "step": 540 }, { "epoch": 3.67, "learning_rate": 0.04537037037037037, "loss": 0.0867, "step": 550 }, { "epoch": 3.73, "learning_rate": 0.04518518518518519, "loss": 0.13, "step": 560 }, { "epoch": 3.8, "learning_rate": 0.045000000000000005, "loss": 0.0903, "step": 570 }, { "epoch": 3.87, "learning_rate": 0.044814814814814814, "loss": 0.1622, "step": 580 }, { "epoch": 3.93, "learning_rate": 0.04462962962962963, "loss": 0.1265, "step": 590 }, { "epoch": 4.0, "learning_rate": 0.044444444444444446, "loss": 0.0714, "step": 600 }, { "epoch": 4.0, "eval_acc": 0.8584925467142557, "eval_class_acc": [ 1.0, 0.5, 0.5625, 1.0, 0.9333333333333333, 0.5625, 1.0, 0.875, 1.0, 0.9375, 0.9375, 1.0, 1.0, 0.6875, 0.9285714285714286, 1.0, 0.8125, 1.0, 0.9375, 0.6153846153846154, 1.0, 0.8125, 0.9333333333333333, 0.875, 1.0, 1.0, 1.0 ], "eval_loss": 0.923019289970398, "eval_video_acc": 0.8883720930232558, "step": 600 }, { "epoch": 4.07, "learning_rate": 0.04425925925925926, "loss": 0.1165, "step": 610 }, { "epoch": 4.13, "learning_rate": 0.04407407407407408, "loss": 0.0729, "step": 620 }, { "epoch": 4.2, "learning_rate": 0.043888888888888894, "loss": 0.1219, "step": 630 }, { "epoch": 4.27, "learning_rate": 0.04370370370370371, "loss": 0.0795, "step": 640 }, { "epoch": 4.33, "learning_rate": 0.04351851851851852, "loss": 0.0644, "step": 650 }, { "epoch": 4.4, "learning_rate": 0.043333333333333335, "loss": 0.0773, "step": 660 }, { "epoch": 4.47, "learning_rate": 0.04314814814814815, "loss": 0.0748, "step": 670 }, { "epoch": 4.53, "learning_rate": 0.04296296296296297, "loss": 0.0527, "step": 680 }, { "epoch": 4.6, "learning_rate": 0.042777777777777776, "loss": 0.068, "step": 690 }, { "epoch": 4.67, "learning_rate": 0.0425925925925926, "loss": 0.0654, "step": 700 }, { "epoch": 4.73, "learning_rate": 0.04240740740740741, "loss": 0.1152, "step": 710 }, { "epoch": 4.8, "learning_rate": 0.042222222222222223, "loss": 0.071, "step": 720 }, { "epoch": 4.87, "learning_rate": 0.04203703703703704, "loss": 0.0397, "step": 730 }, { "epoch": 4.93, "learning_rate": 0.041851851851851855, "loss": 0.0437, "step": 740 }, { "epoch": 5.0, "learning_rate": 0.04166666666666667, "loss": 0.0631, "step": 750 }, { "epoch": 5.0, "eval_acc": 0.8988032752466932, "eval_class_acc": [ 0.9629629629629629, 0.9375, 0.6875, 0.9375, 1.0, 1.0, 1.0, 1.0, 0.9375, 1.0, 0.9375, 1.0, 0.9375, 0.6875, 0.7857142857142857, 0.8461538461538461, 0.75, 1.0, 0.9375, 0.8461538461538461, 1.0, 0.8125, 0.9333333333333333, 1.0, 1.0, 1.0, 1.0 ], "eval_loss": 0.6772840023040771, "eval_video_acc": 0.9255813953488372, "step": 750 }, { "epoch": 5.07, "learning_rate": 0.04148148148148148, "loss": 0.0717, "step": 760 }, { "epoch": 5.13, "learning_rate": 0.0412962962962963, "loss": 0.0423, "step": 770 }, { "epoch": 5.2, "learning_rate": 0.04111111111111111, "loss": 0.042, "step": 780 }, { "epoch": 5.27, "learning_rate": 0.04092592592592593, "loss": 0.0396, "step": 790 }, { "epoch": 5.33, "learning_rate": 0.040740740740740744, "loss": 0.0414, "step": 800 }, { "epoch": 5.4, "learning_rate": 0.04055555555555556, "loss": 0.046, "step": 810 }, { "epoch": 5.47, "learning_rate": 0.040370370370370376, "loss": 0.045, "step": 820 }, { "epoch": 5.53, "learning_rate": 0.040185185185185185, "loss": 0.1175, "step": 830 }, { "epoch": 5.6, "learning_rate": 0.04000000000000001, "loss": 0.052, "step": 840 }, { "epoch": 5.67, "learning_rate": 0.03981481481481482, "loss": 0.0706, "step": 850 }, { "epoch": 5.73, "learning_rate": 0.03962962962962963, "loss": 0.0359, "step": 860 }, { "epoch": 5.8, "learning_rate": 0.03944444444444445, "loss": 0.0315, "step": 870 }, { "epoch": 5.87, "learning_rate": 0.039259259259259265, "loss": 0.0371, "step": 880 }, { "epoch": 5.93, "learning_rate": 0.039074074074074074, "loss": 0.051, "step": 890 }, { "epoch": 6.0, "learning_rate": 0.03888888888888889, "loss": 0.0524, "step": 900 }, { "epoch": 6.0, "eval_acc": 0.8803275246693261, "eval_class_acc": [ 0.7777777777777778, 0.25, 0.5, 1.0, 0.8666666666666667, 0.9375, 0.9333333333333333, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5714285714285714, 1.0, 1.0, 1.0, 1.0, 0.8461538461538461, 1.0, 1.0, 0.8, 1.0, 1.0, 1.0, 1.0 ], "eval_loss": 0.8187194466590881, "eval_video_acc": 0.9023255813953488, "step": 900 }, { "epoch": 6.07, "learning_rate": 0.038703703703703705, "loss": 0.0745, "step": 910 }, { "epoch": 6.13, "learning_rate": 0.03851851851851852, "loss": 0.0283, "step": 920 }, { "epoch": 6.2, "learning_rate": 0.03833333333333334, "loss": 0.035, "step": 930 }, { "epoch": 6.27, "learning_rate": 0.03814814814814815, "loss": 0.0377, "step": 940 }, { "epoch": 6.33, "learning_rate": 0.03796296296296297, "loss": 0.0573, "step": 950 }, { "epoch": 6.4, "learning_rate": 0.03777777777777778, "loss": 0.0276, "step": 960 }, { "epoch": 6.47, "learning_rate": 0.037592592592592594, "loss": 0.0269, "step": 970 }, { "epoch": 6.53, "learning_rate": 0.03740740740740741, "loss": 0.0215, "step": 980 }, { "epoch": 6.6, "learning_rate": 0.037222222222222226, "loss": 0.0197, "step": 990 }, { "epoch": 6.67, "learning_rate": 0.037037037037037035, "loss": 0.0213, "step": 1000 }, { "epoch": 6.73, "learning_rate": 0.03685185185185185, "loss": 0.0203, "step": 1010 }, { "epoch": 6.8, "learning_rate": 0.03666666666666667, "loss": 0.0309, "step": 1020 }, { "epoch": 6.87, "learning_rate": 0.03648148148148148, "loss": 0.0204, "step": 1030 }, { "epoch": 6.93, "learning_rate": 0.0362962962962963, "loss": 0.0173, "step": 1040 }, { "epoch": 7.0, "learning_rate": 0.036111111111111115, "loss": 0.0243, "step": 1050 }, { "epoch": 7.0, "eval_acc": 0.897753516691161, "eval_class_acc": [ 0.8888888888888888, 0.9375, 0.5625, 0.9375, 0.8666666666666667, 0.8125, 1.0, 1.0, 1.0, 0.9375, 1.0, 1.0, 1.0, 0.8125, 0.7857142857142857, 1.0, 1.0, 1.0, 1.0, 0.7692307692307693, 0.9375, 0.9375, 0.9333333333333333, 1.0, 1.0, 1.0, 1.0 ], "eval_loss": 0.8365077972412109, "eval_video_acc": 0.9302325581395349, "step": 1050 }, { "epoch": 7.07, "learning_rate": 0.03592592592592593, "loss": 0.022, "step": 1060 }, { "epoch": 7.13, "learning_rate": 0.03574074074074074, "loss": 0.022, "step": 1070 }, { "epoch": 7.2, "learning_rate": 0.035555555555555556, "loss": 0.0172, "step": 1080 }, { "epoch": 7.27, "learning_rate": 0.03537037037037037, "loss": 0.0163, "step": 1090 }, { "epoch": 7.33, "learning_rate": 0.03518518518518519, "loss": 0.0149, "step": 1100 }, { "epoch": 7.4, "learning_rate": 0.034999999999999996, "loss": 0.0175, "step": 1110 }, { "epoch": 7.47, "learning_rate": 0.03481481481481482, "loss": 0.0177, "step": 1120 }, { "epoch": 7.53, "learning_rate": 0.03462962962962963, "loss": 0.0149, "step": 1130 }, { "epoch": 7.6, "learning_rate": 0.034444444444444444, "loss": 0.0142, "step": 1140 }, { "epoch": 7.67, "learning_rate": 0.03425925925925926, "loss": 0.0133, "step": 1150 }, { "epoch": 7.73, "learning_rate": 0.034074074074074076, "loss": 0.0124, "step": 1160 }, { "epoch": 7.8, "learning_rate": 0.03388888888888889, "loss": 0.0124, "step": 1170 }, { "epoch": 7.87, "learning_rate": 0.0337037037037037, "loss": 0.0121, "step": 1180 }, { "epoch": 7.93, "learning_rate": 0.033518518518518524, "loss": 0.0115, "step": 1190 }, { "epoch": 8.0, "learning_rate": 0.03333333333333333, "loss": 0.0123, "step": 1200 }, { "epoch": 8.0, "eval_acc": 0.9118202813352929, "eval_class_acc": [ 0.8888888888888888, 0.875, 0.5625, 1.0, 0.8, 0.875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8125, 0.5714285714285714, 1.0, 1.0, 1.0, 1.0, 0.7692307692307693, 1.0, 1.0, 0.9333333333333333, 1.0, 1.0, 1.0, 1.0 ], "eval_loss": 0.751693844795227, "eval_video_acc": 0.9302325581395349, "step": 1200 }, { "epoch": 8.07, "learning_rate": 0.03314814814814815, "loss": 0.0113, "step": 1210 }, { "epoch": 8.13, "learning_rate": 0.032962962962962965, "loss": 0.0128, "step": 1220 }, { "epoch": 8.2, "learning_rate": 0.03277777777777778, "loss": 0.012, "step": 1230 }, { "epoch": 8.27, "learning_rate": 0.0325925925925926, "loss": 0.0101, "step": 1240 }, { "epoch": 8.33, "learning_rate": 0.032407407407407406, "loss": 0.0121, "step": 1250 }, { "epoch": 8.4, "learning_rate": 0.03222222222222223, "loss": 0.0107, "step": 1260 }, { "epoch": 8.47, "learning_rate": 0.03203703703703704, "loss": 0.012, "step": 1270 }, { "epoch": 8.53, "learning_rate": 0.03185185185185185, "loss": 0.0139, "step": 1280 }, { "epoch": 8.6, "learning_rate": 0.03166666666666667, "loss": 0.0196, "step": 1290 }, { "epoch": 8.67, "learning_rate": 0.031481481481481485, "loss": 0.0106, "step": 1300 }, { "epoch": 8.73, "learning_rate": 0.031296296296296294, "loss": 0.0174, "step": 1310 }, { "epoch": 8.8, "learning_rate": 0.031111111111111114, "loss": 0.0198, "step": 1320 }, { "epoch": 8.87, "learning_rate": 0.030925925925925926, "loss": 0.011, "step": 1330 }, { "epoch": 8.93, "learning_rate": 0.030740740740740742, "loss": 0.0112, "step": 1340 }, { "epoch": 9.0, "learning_rate": 0.030555555555555558, "loss": 0.0114, "step": 1350 }, { "epoch": 9.0, "eval_acc": 0.8935544824690321, "eval_class_acc": [ 0.9629629629629629, 0.875, 0.625, 1.0, 0.6, 0.75, 0.8666666666666667, 1.0, 1.0, 0.9375, 1.0, 1.0, 1.0, 0.8125, 0.7857142857142857, 1.0, 1.0, 1.0, 1.0, 0.8461538461538461, 1.0, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0 ], "eval_loss": 0.7627997398376465, "eval_video_acc": 0.9279069767441861, "step": 1350 }, { "epoch": 9.07, "learning_rate": 0.03037037037037037, "loss": 0.0105, "step": 1360 }, { "epoch": 9.13, "learning_rate": 0.03018518518518519, "loss": 0.0099, "step": 1370 }, { "epoch": 9.2, "learning_rate": 0.03, "loss": 0.0097, "step": 1380 }, { "epoch": 9.27, "learning_rate": 0.02981481481481482, "loss": 0.0102, "step": 1390 }, { "epoch": 9.33, "learning_rate": 0.02962962962962963, "loss": 0.01, "step": 1400 }, { "epoch": 9.4, "learning_rate": 0.029444444444444447, "loss": 0.0114, "step": 1410 }, { "epoch": 9.47, "learning_rate": 0.02925925925925926, "loss": 0.0116, "step": 1420 }, { "epoch": 9.53, "learning_rate": 0.029074074074074075, "loss": 0.0119, "step": 1430 }, { "epoch": 9.6, "learning_rate": 0.028888888888888888, "loss": 0.0101, "step": 1440 }, { "epoch": 9.67, "learning_rate": 0.028703703703703703, "loss": 0.0109, "step": 1450 }, { "epoch": 9.73, "learning_rate": 0.028518518518518523, "loss": 0.0103, "step": 1460 }, { "epoch": 9.8, "learning_rate": 0.028333333333333335, "loss": 0.0114, "step": 1470 }, { "epoch": 9.87, "learning_rate": 0.02814814814814815, "loss": 0.0138, "step": 1480 }, { "epoch": 9.93, "learning_rate": 0.027962962962962964, "loss": 0.01, "step": 1490 }, { "epoch": 10.0, "learning_rate": 0.02777777777777778, "loss": 0.0091, "step": 1500 }, { "epoch": 10.0, "eval_acc": 0.9065714885576317, "eval_class_acc": [ 0.9629629629629629, 0.875, 0.625, 1.0, 0.6, 0.875, 1.0, 1.0, 1.0, 1.0, 0.9375, 1.0, 0.875, 0.875, 0.35714285714285715, 1.0, 1.0, 1.0, 1.0, 0.8461538461538461, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0 ], "eval_loss": 0.7203760147094727, "eval_video_acc": 0.9232558139534883, "step": 1500 }, { "epoch": 10.07, "learning_rate": 0.027592592592592592, "loss": 0.0207, "step": 1510 }, { "epoch": 10.13, "learning_rate": 0.027407407407407408, "loss": 0.0096, "step": 1520 }, { "epoch": 10.2, "learning_rate": 0.02722222222222222, "loss": 0.0096, "step": 1530 }, { "epoch": 10.27, "learning_rate": 0.02703703703703704, "loss": 0.0089, "step": 1540 }, { "epoch": 10.33, "learning_rate": 0.026851851851851856, "loss": 0.0091, "step": 1550 }, { "epoch": 10.4, "learning_rate": 0.02666666666666667, "loss": 0.0088, "step": 1560 }, { "epoch": 10.47, "learning_rate": 0.026481481481481484, "loss": 0.0092, "step": 1570 }, { "epoch": 10.53, "learning_rate": 0.026296296296296297, "loss": 0.0101, "step": 1580 }, { "epoch": 10.6, "learning_rate": 0.026111111111111113, "loss": 0.0159, "step": 1590 }, { "epoch": 10.67, "learning_rate": 0.025925925925925925, "loss": 0.0118, "step": 1600 }, { "epoch": 10.73, "learning_rate": 0.025740740740740745, "loss": 0.0101, "step": 1610 }, { "epoch": 10.8, "learning_rate": 0.025555555555555554, "loss": 0.0091, "step": 1620 }, { "epoch": 10.87, "learning_rate": 0.025370370370370373, "loss": 0.0102, "step": 1630 }, { "epoch": 10.93, "learning_rate": 0.025185185185185185, "loss": 0.0084, "step": 1640 }, { "epoch": 11.0, "learning_rate": 0.025, "loss": 0.0081, "step": 1650 }, { "epoch": 11.0, "eval_acc": 0.9202183497795507, "eval_class_acc": [ 0.9259259259259259, 0.875, 0.6875, 1.0, 0.6666666666666666, 1.0, 0.9333333333333333, 1.0, 1.0, 0.9375, 1.0, 1.0, 1.0, 0.875, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 0.8461538461538461, 0.9375, 1.0, 0.9333333333333333, 0.9375, 1.0, 1.0, 1.0 ], "eval_loss": 0.5837204456329346, "eval_video_acc": 0.9418604651162791, "step": 1650 }, { "epoch": 11.07, "learning_rate": 0.024814814814814817, "loss": 0.0082, "step": 1660 }, { "epoch": 11.13, "learning_rate": 0.02462962962962963, "loss": 0.0081, "step": 1670 }, { "epoch": 11.2, "learning_rate": 0.024444444444444446, "loss": 0.0102, "step": 1680 }, { "epoch": 11.27, "learning_rate": 0.024259259259259258, "loss": 0.015, "step": 1690 }, { "epoch": 11.33, "learning_rate": 0.024074074074074074, "loss": 0.0081, "step": 1700 }, { "epoch": 11.4, "learning_rate": 0.02388888888888889, "loss": 0.0069, "step": 1710 }, { "epoch": 11.47, "learning_rate": 0.023703703703703706, "loss": 0.0075, "step": 1720 }, { "epoch": 11.53, "learning_rate": 0.023518518518518522, "loss": 0.0087, "step": 1730 }, { "epoch": 11.6, "learning_rate": 0.023333333333333334, "loss": 0.0074, "step": 1740 }, { "epoch": 11.67, "learning_rate": 0.02314814814814815, "loss": 0.0075, "step": 1750 }, { "epoch": 11.73, "learning_rate": 0.022962962962962963, "loss": 0.0091, "step": 1760 }, { "epoch": 11.8, "learning_rate": 0.02277777777777778, "loss": 0.0072, "step": 1770 }, { "epoch": 11.87, "learning_rate": 0.022592592592592595, "loss": 0.0079, "step": 1780 }, { "epoch": 11.93, "learning_rate": 0.022407407407407407, "loss": 0.0076, "step": 1790 }, { "epoch": 12.0, "learning_rate": 0.022222222222222223, "loss": 0.0074, "step": 1800 }, { "epoch": 12.0, "eval_acc": 0.9128700398908252, "eval_class_acc": [ 0.9259259259259259, 0.9375, 0.6875, 1.0, 0.8, 1.0, 0.9333333333333333, 1.0, 1.0, 0.9375, 1.0, 1.0, 1.0, 0.6875, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 0.8461538461538461, 1.0, 0.9375, 1.0, 1.0, 0.9333333333333333, 1.0, 1.0 ], "eval_loss": 0.6411592960357666, "eval_video_acc": 0.9441860465116279, "step": 1800 }, { "epoch": 12.07, "learning_rate": 0.02203703703703704, "loss": 0.007, "step": 1810 }, { "epoch": 12.13, "learning_rate": 0.021851851851851855, "loss": 0.0071, "step": 1820 }, { "epoch": 12.2, "learning_rate": 0.021666666666666667, "loss": 0.0075, "step": 1830 }, { "epoch": 12.27, "learning_rate": 0.021481481481481483, "loss": 0.0074, "step": 1840 }, { "epoch": 12.33, "learning_rate": 0.0212962962962963, "loss": 0.0074, "step": 1850 }, { "epoch": 12.4, "learning_rate": 0.021111111111111112, "loss": 0.0063, "step": 1860 }, { "epoch": 12.47, "learning_rate": 0.020925925925925928, "loss": 0.0077, "step": 1870 }, { "epoch": 12.53, "learning_rate": 0.02074074074074074, "loss": 0.0139, "step": 1880 }, { "epoch": 12.6, "learning_rate": 0.020555555555555556, "loss": 0.0072, "step": 1890 }, { "epoch": 12.67, "learning_rate": 0.020370370370370372, "loss": 0.0075, "step": 1900 }, { "epoch": 12.73, "learning_rate": 0.020185185185185188, "loss": 0.0072, "step": 1910 }, { "epoch": 12.8, "learning_rate": 0.020000000000000004, "loss": 0.009, "step": 1920 }, { "epoch": 12.87, "learning_rate": 0.019814814814814816, "loss": 0.0074, "step": 1930 }, { "epoch": 12.93, "learning_rate": 0.019629629629629632, "loss": 0.0075, "step": 1940 }, { "epoch": 13.0, "learning_rate": 0.019444444444444445, "loss": 0.0068, "step": 1950 }, { "epoch": 13.0, "eval_acc": 0.926936804534957, "eval_class_acc": [ 0.9629629629629629, 0.9375, 0.6875, 1.0, 0.8666666666666667, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.875, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 0.9230769230769231, 0.9375, 1.0, 0.9333333333333333, 1.0, 0.9333333333333333, 1.0, 1.0 ], "eval_loss": 0.5733085870742798, "eval_video_acc": 0.958139534883721, "step": 1950 } ], "max_steps": 3000, "num_train_epochs": 20, "total_flos": 4.96065378739028e+17, "trial_name": null, "trial_params": null }